Ratnesh Kumar's repositories
compendium
Generates summary of a given news article. Used attention seq2seq encoder decoder model.
autoencoder
This repository contains implementation of simple, convolution and de-noising autoencoder models in PyTorch.
Boston-House-Price-Prediction
Predict house Price
Street-Dog-Breeed-Image-Classifier
Wondering of which breed is that streat dog. Model to predict the breed of a street dog given its image. Usses RESNET for predoction.
Sentiment-Analysis-RNN
Implemented a recurrent neural network (RNN) using LSTM and Embedding layer to detect sentiment of a given text.
song-generation
Song is here, sing a song!! Generate a custom song using the model trained on 5500K+ song lyrics.
Apparel-Recommendation
A weighted Nearest neighbor model using Visual, Text, Brand and Color.
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
effective-pandas
Source code for my collection of articles on using pandas.
graduation
$ git remote <graduation> yearbook
ml-glossary
Machine learning glossary
ML-Pipeline-for-Short-term-Rental-Prices-in-NYC
Course 2 project of the Udacity ML DevOps Nanodegree Program
Practical-Natural-Language-Processing
O'REILLY Practical Natural Language Processing
predict_customer_churn
Udacity Machine Learning DevOps Engineer Nanodegree Program Project
python-sample-vscode-flask-tutorial
Sample code for the Flask tutorial in the VS Code documentation
QuantEcon.py
A community based Python library for quantitative economics
Sarcasm-detection
MLP and RNN model to detect sarcasm in tweets.